Context Window: Flappy Bird
80 archived training runs. Seeds 10–14. Native Sample Factory APPO policies.
Settings
Context windows: 1–8. Environment FPS: 30. Fixed delay: 2 environment frames. Uniform delay: 1–3 environment frames. Appendix evaluation horizon: 36,000 steps.
The archive retains each evaluation's original horizon, including earlier 3,600-step records. Each original evaluation has 100 episodes.
Exact observation cadence, frame stack, training budget and delay parameters belong to each run's unchanged config.json and manifest. Fixed and uniform distributions are experiment settings, not measured hardware profiles.
Results and assets
Paper measurements and fixed W&B sources retain the published values. Each plotted point aggregates five training seeds.
The manifest pins model, configuration and original evaluation assets to fixed main-repository revisions. Training logs are stored with the evaluation run under training/. Download the model bundle with its original configuration and load it with the task's native Sample Factory integration.
Limits
Retained run configurations and evaluation records preserve their original horizons. A matching training condition alone does not prove that two evaluation records are identical.